Image processing method

ABSTRACT

An image processing method for processing an input image is provided. The image processing method includes: performing a plurality of first imaging processing operations on the input image to generate a first image; and performing a plurality of second imaging processing operations on the first image. Each of the first imaging processing operations is along a first direction, and the plurality of first imaging processing operations include a first scaling operation for increasing resolution. Each of the second imaging processing operations is along a second direction different from the first direction, and the plurality of second imaging processing operations include a second scaling operation for increasing resolution.

CROSS-REFERENCE TO RELATED APPLICATION

This application is a continuation application of and claims the priority benefit of U.S. application Ser. No. 14/035,966, filed on Sep. 25, 2013, now allowed, which is a continuation application of and claims the priority benefit of U.S. application Ser. No. 12/719,012, filed on Mar. 8, 2010. The prior application Ser. No. 12/719,012 claims the priority benefit of Taiwan application serial no. 98119588, filed on Jun. 11, 2009. The entirety of each of the above-mentioned patent applications is hereby incorporated by reference herein and made a part of this specification.

BACKGROUND OF THE DISCLOSURE

1. Field of Disclosure

The disclosure relates to an image processing method. More particularly, the disclosure relates to an image processing method that can scale and sharpen images.

2. Description of Related Art

The advancements in the manufacturing process have made high resolution monitors become more and more popular. High resolution monitors can display more image details clearly. Taking a monitor compatible with the High Definition Multimedia Interface (HDMI) standard, the monitor can display images with a 1920×1080 resolution. Those images with the resolution of 1920×1080 are frequently referred to as High Definition (HD) images.

However, most TV programs can only provide images with a resolution of 320×240. Similarly, DVD programs can only provide images with a resolution of 720×480, which is referred to as Stand Definition (SD). When a monitor having a high resolution (e.g. HD) is used to display a TV program or a DVD program, the monitor has to enlarge the images of the program. Because the enlarged images will have relatively obscure object borders, observers will discern deteriorations in the quality of the enlarged images. Therefore, image sharpening is usually performed upon the enlarged images to enhance the sharpness of the enlarged images.

Please refer to FIG. 1, which is a block diagram of an image processing circuit 10 of the related art. The image processing circuit 10 is used to enlarge and sharpen an input image I_(IN) to generate a sharpened image I_(S). The image processing circuit 10 includes a scaling circuit 12 and a sharpness circuit 14. The scaling circuit 12 enlarges the input image I_(IN) to generate an enlarged image I_(P). Then, the sharpness circuit 14 sharpens the enlarged image I_(P) to generate the sharpened image I_(S).

For simplicity of illustration, when this text indicates that an image has a resolution of U×V, it means that the horizontal resolution of the image is U pixels, and the vertical resolution of the image is V pixels. For example, assume that the resolution of the input image I_(IN) is 720×480. The horizontal resolution of the input image I_(IN) is 720 pixels, and the vertical resolution of the input image I_(IN) is 480 pixels. Please note that each of the aforementioned pixels can consist of either a single sub-pixel or a plurality of sub-pixels. Each of the sub-pixels represents a specific color, such as red, green, or blue.

Please refer to FIG. 2, which is a diagram illustrating the input image the enlarged image I_(P), and the sharpened image I_(S) of FIG. 1. Assume that the input image I_(IN) with the resolution of 720×480 is to be converted into the sharpened image I_(S) with the resolution of 1920×1080. The scaling circuit 12 first enlarges the input image I_(IN) to generate the enlarged image I_(P) with the resolution of 1920×1080. Next, the sharpness circuit 14 sharpens the enlarged image I_(P) to generate the sharpened image I_(S) with the resolution of 1920×1080.

When the resolution of the sharpened image I_(S) increases, to maintain the quality of the sharpened image I_(S), the sharpness circuit 14 must have more taps. However, if the sharpness circuit 14 has more taps, the line buffers 18 must also have larger storage capacities. For example, assume that (1) the input image I_(IN) with the resolution of 720×480 is to be converted into the sharpened image I_(S) with the resolution of 1920×1080; (2) the sharpness circuit 14 performs a 7-tap sharpening; (3) each pixel has three sub-pixels corresponding to colors red, green, and blue; and (4) each sub-pixel has 256 (i.e. 2⁸) gray levels. To facilitate the 7-tap sharpening, the image processing circuit 10 should have at least 6 line buffers 18, each of which should be capable of storing at least 5760 (i.e. 1920×3) bytes.

SUMMARY OF THE DISCLOSURE

Accordingly, the disclosure provides an image processing method for performing vertical scaling, vertical sharpening, horizontal scaling, and horizontal sharpening on an image in turn. The vertical sharpening of the method can be performed with more taps without requiring line buffers of longer data lengths.

The disclosure provides an image processing method for processing an input image. The image processing method includes: performing a plurality of first imaging processing operations on the input image to generate a first image; and performing a plurality of second imaging processing operations on the first image. Each of the first imaging processing operations is along a first direction, and the plurality of first imaging processing operations include a first scaling operation for increasing resolution along the first direction. Each of the second imaging processing operations is along a second direction different from the first direction, and the plurality of second imaging processing operations include a second scaling operation for increasing resolution along the second direction.

According to an embodiment of the disclosure, the plurality of first image processing operations further include a sharpening operation along the first direction after the first scaling operation.

According to an embodiment of the disclosure, the plurality of second image processing operations further include a sharpening operation along the second direction after the second scaling operation.

According to an embodiment of the disclosure, the plurality of first image processing operations further include a first sharpening operation along the first direction after the first scaling operation, and the plurality of second image processing operations further include a second sharpening operation along the second direction after the second scaling operation.

According to an embodiment of the disclosure, the first direction is a vertical direction, and the second direction is a horizontal direction.

According to an embodiment of the disclosure, the image processing method further includes: temporally storing the pixel values of one or more pixel rows of the enlarged image into one or more line-buffers after the first scaling operation is performed to generate an enlarged image accordingly.

According to an embodiment, the image scaling is divided into a vertical scaling and a horizontal scaling, and the image sharpening is divided into a vertical sharpening and a horizontal sharpening. The vertical sharpening is performed after the vertical scaling and before the horizontal scaling. Therefore, the image processing circuit of the disclosure can use one or more line buffers with a shorter data length to perform the vertical sharpening. The image processing circuit can perform the vertical sharpening with more taps without requiring line buffers of longer data lengths.

In order to the make the aforementioned and other objects, features and advantages of the disclosure comprehensible, embodiments accompanied with figures are described in detail below.

It is to be understood that both the foregoing general description and the following detailed description are exemplary, and are intended to provide further explanation of the disclosure as claimed.

BRIEF DESCRIPTION OF THE DRAWINGS

The accompanying drawings are included to provide a further understanding of the disclosure, and are incorporated in and constitute a part of this specification. The drawings illustrate embodiments of the disclosure and, together with the description, serve to explain the principles of the disclosure.

FIG. 1 is a block diagram of an image processing circuit of the related art.

FIG. 2 is a diagram illustrating the input image, the enlarged image, and the sharpened image shown in FIG. 1.

FIG. 3 is a block diagram of an image processing circuit according to an embodiment of the disclosure.

FIG. 4 is a diagram illustrating the images generated by the image processing circuit of FIG. 3 while processing the input image.

FIG. 5 is a diagram illustrating how the first sharpness circuit of FIG. 3 vertically sharpens the first enlarged image to generate the first sharpened image.

FIG. 6 is a diagram illustrating the status of the line buffers and the first sharpened image after the first sharpness circuit has finished calculating the pixel value of a pixel of the first sharpened image.

FIG. 7 is a diagram illustrating how the second sharpness circuit of FIG. 3 horizontally sharpens the second enlarged image to generate the second sharpened image.

DESCRIPTION OF EMBODIMENTS

The term “coupling/coupled” used in this specification (including claims) may refer to any direct or indirect connection means. For example, “a first device is coupled to a second device” should be interpreted as “the first device is directly connected to the second device” or “the first device is indirectly connected to the second device through other devices or connection means.” Moreover, wherever appropriate in the drawings and embodiments, elements/components/steps with the same reference numerals rethe same or similar parts. Elements/components/steps with the same reference numerals or names in different embodiments may be cross-referenced.

Please refer to FIG. 3 and FIG. 4. FIG. 3 is a block diagram of an image processing circuit 100 according to an embodiment of the disclosure. FIG. 4 is a diagram illustrating the images generated by the image processing circuit 100 of FIG. 3 while processing an input image I_(IN). The image processing circuit 100 processes the input image I_(IN) to generate an output image that is not only enlarged but also sharpened. The image processing circuit 100 includes a first scaling circuit 102, a first sharpness circuit 104, a second scaling circuit 106, and second sharpness circuit 108. The following example illustrates not only the image processing circuit 100 but also an embodiment of an image processing method of the disclosure. In the following example, it is assumed that the input image I_(IN) with a resolution of 720×480 is to be converted into a second sharpened image I_(S2) with a resolution of 1920×1080. Please note that these exemplary resolutions are not necessary limitations of the disclosure. For example, the image processing circuit 100 can also be used to convert an input image I_(IN) with a resolution of 320×240 into a second sharpened image I_(S2) with a resolution of 720×480 or 1920×1080.

The first scaling circuit 102 enlarges the input image I_(IN) to generate a first enlarged image I_(P1). Specifically, the first scaling circuit 102 enlarges the input image I_(IN) along a first direction to generate the first enlarged image I_(P1). In this embodiment, the first direction is the vertical direction. In other words, the first scaling circuit 102 vertically enlarges the input image I_(IN) to generate the first enlarged image I_(P1), which has a vertical resolution larger than that of the input image I_(IN). In the example shown in FIG. 4, the input image I_(IN) has a resolution of 720×480. After the vertical scaling, the first enlarged image I_(P1) has a resolution of 720×1080. Specifically, the vertical resolution of the first enlarged image I_(P1) is larger than the vertical resolution of the input image I_(IN), the horizontal resolution of the first enlarged image I_(P1) is equal to the horizontal resolution of the input image I_(IN).

In this embodiment, the first scaling circuit 102 interpolates one or more than one row of pixels into each two adjacent rows of the input image I_(IN). Please note that interpolation is not a necessary limitation of the disclosure. Other image scaling method can also be used with the disclosure to enlarge the input image I_(IN) to generate the first enlarged image I_(P1).

In this embodiment, the image processing circuit 100 further includes a buffer 101. The buffer 101 is coupled to the first scaling circuit 102 and the first sharpness circuit 104. The buffer 101 temporally stores the pixel values of a part of pixels on the first enlarged image I_(P1). In this embodiment, the buffer 101 includes a plurality of line buffers 110 a-110 f. The line buffers 110 a-110 f are coupled to the first scaling circuit 102. The line buffers 110 a-110 f temporally stores the pixel values of a plurality of pixel rows of the first enlarged image I_(P1). The first sharpness circuit 104 can fetch the temporally stored pixel values for subsequent image processing. In addition, in this embodiment, the data length of each of the line buffers 110 a-110 f is equal to the data volume of the pixel values of a pixel row of the first enlarged image I_(P1). Since in this example the resolution of the first enlarged image I_(P1) is 720×480, there are 480 pixel rows in the first enlarged image I_(P1), each of the pixel rows has 720 pixels. In the circumstances, the data length of each of the line buffers 110 a-110 f can be equal to the data volume of the pixel values of 720 pixels. Specifically, assume that each pixel has three colors, including red, green, and blue, and each of the colors has 256 (i.e. 2⁸) gray levels. The data volume of the pixel values of each pixel will be 3 bytes. The data length of each of the line buffers 110 a-110 f can be 2160 (i.e. 720×3) bytes. Please note that the exemplary data lengths of the line buffers 110 a-110 f do not constitute a necessary limitation of the disclosure.

Please refer to FIG. 3 and FIG. 4. The first sharpness circuit 104 is coupled to the line buffers 110 a-110 f. The first sharpness circuit 104 performs a vertical sharpness procedure, which is also referred to as a first sharpness procedure, on the first enlarged image I_(P1) to generate a first sharpened image I_(S1). The resolution of the first sharpened image I_(S1) is equal to the resolution of the first enlarged image I_(P1). In the example shown in FIG. 4, because the resolution of the first enlarged image I_(P1) is 720×1080, the resolution of the first sharpened image I_(S1) is also 720×1080. In addition, the pixel values of each pixel of the first enlarged image I_(P1) will be temporally stored into the line buffers 110 a-110 f in turn. When vertically sharpening the first enlarged image I_(P1), the first sharpness circuit 104 fetches the pixel values of the required pixels of the first enlarged image I_(P1) from the line buffers 110 a-110 f to calculate the pixel values of each pixel of the first sharpened image I_(S1).

The second scaling circuit 106 is coupled to the first sharpness circuit 104. In this embodiment, the second scaling circuit 106 enlarges the first sharpened image I_(S1) along a second direction to generate a second enlarged image I_(P2). In this embodiment, the second direction is the horizontal direction, which is perpendicular to the aforementioned first direction. In other words, the second scaling circuit 106 horizontally enlarges the first sharpened image I_(S1) to generate the second enlarged image I_(P2), the horizontal resolution of which is larger than the horizontal resolution of the first sharpened image I_(S1). In the example shown in FIG. 4, the resolution of the first sharpened image I_(S1) is 720×1080, the resolution of the second enlarged image I_(P2) is 1920×1080. Specifically, the horizontal resolution of the second enlarged image I_(P2) is larger than the horizontal resolution of the first sharpened image I_(S1), the vertical resolution of the second enlarged image I_(P2) is equal to the vertical resolution of the first sharpened image I_(S1).

In this embodiment, the second scaling circuit 106 interpolates one or more than one pixel column into each two adjacent pixel columns of the first sharpened image I_(S1). Please note that interpolation is not a necessary limitation of the disclosure. Other image scaling method can also be used with the disclosure to enlarge the first sharpened image I_(S1) to generate the second enlarged image I_(P2).

The second sharpness circuit 108 is coupled to the second scaling circuit 106. The second sharpness circuit 108 performs a horizontal sharpness procedure, which is also referred to as a second sharpness procedure, on the second enlarged image I_(P2) to generate the second sharpened image I_(S2). The resolution of the second sharpened image I_(S2) is equal to the resolution of the second enlarged image I_(P2). In the example shown in FIG. 4, because the resolution of the second enlarged image I_(P2) is 1920×1080, the resolution of the second sharpened image I_(S2) is also 1920×1080.

In this embodiment, the image processing circuit 100 has six line buffers 110 a-110 f, which temporally store the pixel values of six pixel rows of the first enlarged image I_(P1). Accordingly, the first sharpness circuit 104 can performs a 7-tap vertical sharpening on the first enlarged image I_(P1). In addition, in this embodiment, the data length of each of the line buffers 110 a-110 f is equal to 2160 bytes. In contrast to the image processing circuit 10 of FIG. 1, the image processing method of the disclosure permits a vertical sharpening of the same number of taps by using line buffers of shorter data lengths. Therefore, the image processing circuit of the disclosure has a lower manufacturing cost. If the image processing circuit of the disclosure uses line buffers having the same, rather than shorter, data lengths, the image processing circuit of the disclosure can performs a vertical sharpening of more taps.

Please refer to FIG. 5, which is a diagram illustrating how the first sharpness circuit of FIG. 3 vertically sharpens the first enlarged image to generate the first sharpened image. As mentioned, the buffers 110 a-110 f temporally stores the pixel values of a plurality of pixel rows of the first enlarged image I_(P1). The stored pixel values are to be used by the first sharpness circuit 104. As indicated by FIG. 5, each of the six line buffers 110 a-110 f temporally stores the pixel values of pixels 112 of a pixel row of the first enlarged image I_(P1). Since in this embodiment the resolution of the first sharpened image I_(S1) is 720×1080, the first sharpened image I_(S1) has 1080 pixel rows of pixels 122. The data length of each of the line buffers 110 a-110 f is equal to the data volume of all the pixels 122 in a single pixel row 120. In other words, each of the line buffers 110 a-110 f can store the pixel values of 720 pixels.

When vertically sharpening the first enlarged image I_(P1), the first sharpness circuit 104 fetches from the line buffers 110 a-110 f the pixel values of a plurality of pixels in a single pixel column of the first enlarged image I_(P1). Based on the fetched pixel values, the first sharpness circuit 104 calculates the pixel value of a corresponding pixel of the first sharpened image I_(S1). Furthermore, when the first scaling circuit 102 is generating the first enlarged image I_(P1), the first sharpness circuit 104 can simultaneously calculates the pixel values of some pixels of the first sharpened image I_(S1) according to the already-generated pixel values of a part of pixels of the first enlarged image I_(P1). Please refer to FIG. 5, pixel P₄′ is the one that the first sharpness circuit 104 is processing. The pixels 122 ahead of the pixel P₄′, which are represented by circles of real-lines, are the pixels that have been processed by the first sharpness circuit 104 already. The pixels 122 behind the pixel P₄′, which are represented by circles of dotted-lines, are the pixels that are going to be processed by the first sharpness circuit 104. The first sharpness circuit 104 calculates the pixels values of the pixels 122 of the first sharpened image I_(S1) according to the pixel values stored in the line buffers on the go. For example, the first sharpness circuit 104 calculates the pixel value of the pixel P₄′ according to the pixel value of the pixel P₇ and the pixel values of the pixels P₁, P₂, P₃, P₄, P₅, and P₆ stored in the line buffers 110 a-110 f, respectively. The pixel P₇ is the pixel just generated by the first scaling circuit 102. The locations of the pixels P₁, P₂, P₃, and P₄ on the first enlarged image I_(P1) corresponds to the locations of the pixels P₁′, P₂′, P₃′, and P₄′ on the first sharpened image I_(S1). In addition, the pixels P₁, P₂, P₃, P₄, P₅, P₆, and P₇ locate on the same column of the first enlarged image I_(P1).

In this embodiment, the line buffers 110 a-110 f are first-in first-out (FIFO) buffers. In other words, the earliest stored pixel values will be first replaced by the pixel values newly generated by the first scaling circuit 102. Please refer to FIG. 6 and FIG. 5. FIG. 6 is a diagram illustrating the status of the line buffers 110 a-110 f and the first sharpened image I_(S1) after the first sharpness circuit has finished calculating the pixel value of the pixel P₄′. As is shown in FIG. 6, the space of the line buffer 110 a originally stored the pixel value of the pixel P₁ will be used to store the pixel value of the pixel P₇. In other words, after the pixel value of the pixel P₄′ are calculated, the pixel value of the pixel P₁ will be replaced by the pixel value of the pixel P₇. Afterward, the first sharpness circuit 104 proceeds to calculate the pixel values of the pixels 122 behind the pixel P₄′. For example, to calculate the pixel value of the pixel P_(B)′, the first sharpness circuit 104 uses the pixel value of the pixel P_(E) and the pixel value of the pixel P₈, P₉, P_(A), P_(B), P_(C), and P_(D) stored in the line buffers 110 a-110 f. The pixel P_(E) is the pixel just generated by the first scaling circuit 102. The location of the pixel P_(B′) on the first sharpened image I_(S1) corresponds to the location of the pixel P_(B) on the first enlarged image I_(P1). In addition, the pixels P₈, P₉, P_(A), P_(B), P_(C), P_(D), and P_(E) locate on the same pixel column of the first enlarged image I_(P1).

As mentioned, when vertically sharpening the first enlarged image, the first sharpness circuit 104 fetches the pixel values of a plurality of pixels on a single pixel column of the first enlarged image I_(P1) from the line buffers 110 a-110 f. According to the fetched pixel values, the first sharpness circuit 104 calculates the pixel value of a corresponding pixel of the first sharpened image I_(S1). In other words, the first sharpness circuit 104 calculates the pixel values of the pixels 122 on the first pixel column of the first sharpened image I_(S1) according to the pixel values of the pixels 112 on the first pixel column of the first enlarged image I_(P1). The first sharpness circuit 104 calculates the pixel values of the pixels 122 on the second pixel column of the first sharpened image I_(S1) according to the pixel values of the pixels 112 on the second pixel column of the first enlarged image I_(P1). And so on.

In the aforementioned embodiment, the first sharpness circuit 104 calculated the pixel value of a corresponding pixel of the first sharpened image I_(S1) according to the pixel value of the pixel just generated by the first scaling circuit 102 and the pixel values stored in the line buffers 110 a-110 f. In another embodiment of the disclosure, the image processing circuit 100 can include another line buffer in addition to the line buffers 110 a-110 f. The additional line buffer temporally stores the pixel values of another row of pixels 112 of the first enlarged image I_(P1). With the additional line buffer, the first sharpness circuit 104 can calculate the pixel value of a corresponding pixel of the first sharpened image I_(S1) according to the pixel values temporally stored in the line buffers 110 a-110 f and the pixel values temporally stored in the additional line buffer.

In addition, the first sharpness circuit 104 can perform a vertical sharpening of 6 taps or of other numbers of taps. The number of line buffers utilized by the image processing circuit 100 is determined according to the maximum number of taps of sharpening the first sharpness circuit 104 can perform. Because the image processing circuit 100 of this embodiment has 6 line buffers 110 a-110 f, the first sharpness circuit 104 can perform a 7-tap vertical sharpening. If the image processing circuit 100 has only 4 of the 6 line buffers 110 a-110 f, the first sharpness circuit 104 can perform a 5-tap vertical sharpening. In short, in an embodiment of the disclosure, the maximum number of sharpening taps the first sharpness circuit 104 can perform is greater than the number of line buffers by one. Please note that 4 or 6 line buffers are not a necessary limitation of the disclosure. In fact, the image processing circuit 100 can have any number of line buffers.

Please refer to FIG. 7, which is a diagram illustrating how the second sharpness circuit of FIG. 3 horizontally sharpens the second enlarged image I_(P2) to generate the second sharpened image I_(S2). As mentioned, the resolution of the second enlarged image I_(P2) is equal to the resolution of the second sharpened image I_(S2). Assume that the resolutions of the second enlarged image I_(P2) and the second sharpened image I_(S2) are both 1920×1080. A plurality of pixels 132 on the second enlarged image I_(P2) form 1080 pixel rows 130. A plurality of pixels 142 on the second sharpened image I_(S2) form 1080 pixel rows 140. Each pixel row 130 or 140 includes 1920 pixels.

While the second scaling circuit 106 is generating the second enlarged image I_(P2), the second sharpness circuit 108 can calculate the pixel values of a part of pixels on the second sharpened image I_(S2) according to the already generated pixel values of a part of pixels on the second enlarged image I_(P2). As is shown in FIG. 7, the pixel P_(e)′ is the one that the second sharpness circuit 108 is processing. The pixels 142 ahead of the pixel P_(e)′, which are represented by circles of real-lines, are the pixels that have been processed by the second sharpness circuit 108 already. The pixels 142 behind the pixel P_(e)′, which are represented by circles of dotted-lines, are the pixels that are going to be processed by the second sharpness circuit 108. When horizontally sharpening the second enlarged image I_(P2), the second sharpness circuit 108 calculates the pixel values of a pixel 142 on a pixel row 140 of the second sharpened image I_(S2) according to the pixel values of a plurality of pixels 132 on the same pixel row 130 of the second enlarged image I_(P2). For example, the second sharpness circuit 108 calculates the pixel vales of the pixels 142 on the first pixel row 140 of the second sharpened image I_(S2) according to the pixel vales of the pixels 132 on the first pixel row 130 of the second enlarged image I_(P2). The second sharpness circuit 108 calculates the pixel vales of the pixels 142 on the second pixel row 140 of the second sharpened image I_(S2) according to the pixel vales of the pixels 132 on the second pixel row 130 of the second enlarged image I_(P2). And so on.

Assume that the second sharpness circuit 108 performs a 7-tap horizontal sharpening on the second enlarged image I_(P2). To calculate the pixel values of a pixel on the second sharpened image I_(S2), the second sharpness circuit 108 has to use the pixel values of 7 pixels 132 on the same pixel row of the second enlarged image I_(P2). As is shown in FIG. 7, the second sharpness circuit 108 selects some pixels 132 from a processing window 134 to perform the 7-tap horizontal sharpening. Normally, the processing window 134 includes 7 pixels 132 on the same pixel row 130. Among the 7 pixels 132, the pixel 132 that locates in the middle of the processing window 134 corresponding to the pixel 142 that the second sharpness circuit 108 is currently processing. For example, when the second sharpness circuit 108 is calculating the pixel value of the pixel P_(e)′ on the second sharpened image I_(S2), the 7 pixels within the processing window 134 are P_(b), P_(c), P_(d), P_(e), P_(f), P_(g), and P_(h). The pixels P_(b), P_(c), P_(d), P_(e), P_(f), P_(g), and P_(h) are on the same pixel row 130. At this moment, the second sharpness circuit 108 calculates the pixel value of the pixel P_(e)′ according to the pixel values of the pixels P_(b), P_(c), P_(d), P_(e), P_(f), P_(g), and P_(h) within the processing window 134. The locations of the pixels P_(d), P_(e), and P_(f) on the second enlarged image I_(P2) correspond to the locations of the pixels P_(d)′, P_(e)′, and P_(f)′ on the second sharpened image I_(S2), respectively. In addition, the pixel value of the pixel P_(d)′ is calculated according to the pixel values of the pixels P_(a), P_(b), P_(c), P_(d), P_(e), P_(f), and P_(g); the pixel value of the pixel P_(f)′ is calculated according to the pixel values of the pixels P_(c), P_(d), P_(e), P_(f), P_(g), P_(h), and P_(i).

While the second sharpness circuit 108 is horizontally sharpening the second enlarged image I_(P2), the processing window 134 moves from left to right within the same pixel row 130. After the second sharpness circuit 108 finishes calculating all the pixel values on a pixel row 140, the processing window 134 moves to the leftest part of the next pixel row 140. While the second sharpness circuit 108 is processing the pixels 142 on the two sides of a pixel row 140, the processing window 134 extends beyond the second sharpened image I_(S2). The number of pixels lie within the processing window 134 will be between 4 and 6, which is less than 7. Even when the pixels lie within the processing window 134 is less than 7, the second sharpness circuit 108 still calculates the pixel values of the pixels 142 on the two sides of a pixel row 140 according to the pixel values of the pixels 132 lie within the processing window 134.

In the above embodiment, the second sharpness circuit 108 performs a 7-tap horizontal sharpening. However, this is not a necessary limitation of the disclosure. The second sharpness circuit 108 can perform a horizontal sharpening of any number of taps. The number of pixels covered by the processing window 134 can be adjusted according to the number of taps. For example, if the second sharpness circuit 108 performs a 9-tap horizontal sharpening, the processing window 134 can cover 9 pixels 132.

Please refer to FIG. 3. The image processing circuit 100 not only can enlarge and sharpen images, but also can sharpen without enlarging images. For example, if the resolution of the input image I_(IN) is already 1920×1080, rather than enlarging the input image I_(IN), the first scaling circuit 102 can directly send the input image I_(IN) to the line buffers 110 a-110 f. The first sharpness circuit 104 vertically sharpens the input image I_(IN) according to the data stored in the line buffers 110 a-110 f to generate the first sharpened image I_(S1). Then, rather than enlarging the first sharpened image I_(S1), the second scaling circuit 106 can directly send the first sharpened image I_(S1) to the second sharpness circuit 108. The second sharpness circuit 108 horizontally sharpens the first sharpened image I_(S1) to generate the second sharpened image I_(S2). Please note that while the first sharpness circuit 104 is vertically sharpening the input image I_(IN), each three line buffers 110 a-110 c and 110 d-110 f will store the pixel values of a pixel row of the first sharpened image I_(S1). Specifically, the data volume of a pixel row of the 1920×1080 input image I_(IN) is 5760 (i.e. 1920×3) bytes. Because the data length of each of the line buffers 110 a-110 f is 2160 (i.e. 720×3) bytes, three line buffers will be required to store the pixel values of a pixel row of the first sharpened image I_(S1). The six line buffers 110 a-110 f can store the pixel values of two pixel rows of the first sharpened image I_(S1). In the circumstances, the first scaling circuit 102 can perform a 3-tap vertical sharpening on the 1920×1080 input image I_(IN).

The disclosure divides the image scaling into a vertical scaling and a horizontal scaling, and divides the image sharpening into a vertical sharpening and a horizontal sharpening. The vertical sharpening is performed after the vertical scaling and before the horizontal scaling. Therefore, the image processing circuit of the disclosure can use line buffers with shorter data lengths to perform the vertical sharpening. The vertical sharpening of the disclosure can be performed with more taps without requiring line buffers of longer data lengths.

It will be apparent to those skilled in the art that various modifications and variations can be made to the structure of the disclosure without departing from the scope or spirit of the disclosure. In view of the foregoing, it is intended that the disclosure covers modifications and variations of this disclosure provided they fall within the scope of the following claims and their equivalents. 

What is claimed is:
 1. An image processing method for processing an input image, the image processing method comprising: performing a plurality of first imaging processing operations on the input image to generate a first image, wherein each of the first imaging processing operations is along a first direction, and the plurality of first imaging processing operations comprise a first scaling operation for increasing resolution along the first direction; and performing a plurality of second imaging processing operations on the first image, wherein each of the second imaging processing operations is along a second direction different from the first direction, and the plurality of second imaging processing operations comprise a second scaling operation for increasing resolution along the second direction.
 2. The image processing circuit of claim 1, wherein the plurality of first image processing operations further comprise a sharpening operation along the first direction after the first scaling operation.
 3. The image processing circuit of claim 1, wherein the plurality of second image processing operations further comprise a sharpening operation along the second direction after the second scaling operation.
 4. The image processing circuit of claim 1, wherein the plurality of first image processing operations further comprise a first sharpening operation along the first direction after the first scaling operation, and the plurality of second image processing operations further comprise a second sharpening operation along the second direction after the second scaling operation.
 5. The image processing method of claim 1, wherein the first direction is a vertical direction, and the second direction is a horizontal direction.
 6. The image processing method of claim 1, further comprising: after the first scaling operation is performed to generate an enlarged image accordingly, temporally storing the pixel values of one or more pixel rows of the enlarged image into one or more line-buffers. 